Mining Probabilistic Frequent Itemsets with Exact Methods.
Haifeng LiYue WangPublished in: FSDM (2016)
Keyphrases
- frequent itemsets
- uncertain data
- itemsets
- mining frequent itemsets
- frequent itemset mining
- mining algorithm
- association rules
- association rule mining
- closed frequent itemsets
- data streams
- frequent patterns
- itemset mining
- frequent closed itemsets
- exact methods
- transactional databases
- transaction databases
- closed itemsets
- mining association rules
- frequent itemsets mining
- concise representation
- interesting patterns
- data structure
- mining frequent patterns
- dense datasets
- fp tree
- apriori algorithm
- discovery of association rules
- frequent set mining
- minimum support
- transaction data
- frequent pattern mining
- integer programming
- pattern mining
- lower bound
- condensed representations
- frequent item sets
- heuristic methods
- discovering association rules
- search methods
- generalized association rules
- search algorithm